CCoefficient

Coefficient adds AI agents and live data connectors to Google Sheets and Excel. It pulls data from more than 150 systems, including Salesforce, HubSpot, Stripe, QuickBooks and Postgres, keeps it refreshed, and lets agents clean it, build dashboards and send alerts. A Free plan exists, Starter costs $49 a month for one user, and Pro costs $99 per user per month for teams of up to 5.

It suits revenue operations, finance and marketing teams that already report in spreadsheets and spend hours on exports. The main limits are Pro’s 5-user cap and premium sources such as Snowflake that need Enterprise. We rate it 9.0/10 on our scale, helped by 4.7 out of 5 from 203 G2 reviews.

Coefficient by the Numbers

Coefficient publishes detailed plan limits and customer claims on its own site.

The integration count is the core of the product. A spreadsheet agent is only as useful as the data it can reach, and Coefficient covers CRMs, ad platforms, BI tools, databases and accounting systems from one add-on. The API Agent and Browser Agent cover gaps.

The customer figure needs a light reading. Coefficient’s count of more than 700,000 teams and logos such as Uber and Netflix come from its own homepage. For a buyer, the practical signals are the enterprise features listed on the pricing page, such as SSO, admin controls and a security review, together with the independent G2 rating.

The G2 figure is a meaningful sample at 203 reviews. Combined with a free plan and a 30-day Pro trial, it lowers the risk of testing the product on a real weekly report.

Inside Coefficient’s Spreadsheet Agents

Coefficient runs as an add-on in Google Sheets or Excel. Each agent covers one part of the reporting job, according to its homepage and pricing page.

Import Agent and Scheduled Refresh

The Import Agent pulls records from a connected source into a sheet and keeps it in sync. Refresh frequency depends on the plan: manual on Free, daily on Starter and hourly on Pro. Starter adds snapshots, which save copies of data over time for trend reports. Exports push data from the sheet back to a source system, with row limits by plan.

API Agent and Browser Agent

When a tool is missing from the catalog, the API Agent builds the integration from scratch, which suits internal tools and niche apps. The Browser Agent scrapes data from any site, including those without an API, such as a competitor’s public price list or a directory.

Writing Changes Back to Source Systems

Exports turn the sheet into an editing surface. A sales ops analyst can update close dates or owners for 200 opportunities in a sheet and push them back to the CRM in one run, instead of editing records one by one. Export limits run from 100 rows and 50 manual runs on Free to 500 rows on Starter and unlimited rows with 5,000 runs a month on Pro. Automatic exports run daily on Starter and hourly on Pro. Because exports change live records, start with a small test range.

Sheets Assistant

The Sheets Assistant works on data already in the sheet. It cleans messy data, models with AI including forecasting, builds pivots and analyses, and formats cells. On paid plans, SQL, chart and pivot builders help users who prefer to describe the output instead of writing formulas.

Dashboard Agent and Monitoring Agent

The Dashboard Agent publishes interactive live web dashboards from spreadsheet data, so a sales leader can view pipeline without opening the sheet. The Monitoring Agent watches for conditions you define and sends Slack or email alerts. Alert allowances run from 30 a month on Free to 300 on Pro and unlimited on Enterprise.

A Weekly Pipeline Review Example

A RevOps manager on Pro connects Salesforce and HubSpot to a Google Sheet. The Import Agent refreshes open opportunities every hour. She asks the Sheets Assistant to clean stage names, build a pivot of pipeline by rep and stage, and add a 90-day forecast. The Dashboard Agent publishes a live view for the sales leaders, and the Monitoring Agent posts a Slack alert when any rep’s pipeline drops below 3 times quota. Her Monday report now builds itself.

A Month-End Finance Example

A finance lead connects QuickBooks and Stripe to an Excel workbook that holds the annual budget. The Import Agent pulls actuals daily on Starter. On the last day of the month, she asks the Sheets Assistant to map Stripe payouts to revenue lines, build a budget-versus-actual pivot by department, and flag variances above 10%. A snapshot saves the month’s figures before the next refresh changes them, so the trend tab keeps history. The Monitoring Agent emails her if cash on the balance sheet drops below a floor she sets.

Setting Up the First Connection

Setup starts in the add-on sidebar. A user picks a source from the catalog, signs in to it, chooses the object or report to import, and maps it to a tab. Filters and column choices keep the import small. From there, the user sets the refresh schedule allowed by the plan and, if needed, an export rule that writes edits back to the source. Each source counts toward the plan’s limit: 3 on Free and 6 on Pro, with one account per source on Free and three on Pro.

What the Team Still Sets Up

People choose the sources, map fields, set refresh schedules and define alert rules. They also check the AI’s cleanup and forecasts before sharing them. Coefficient runs the repeat work once the rules exist.

Coefficient Plan Prices and Limits

Coefficient lists monthly prices on its pricing page and says annual payment saves 17%.

Costs for Three Reporting Setups

• A solo marketer on Starter, monthly: $49 a month, or $588 a year. Annual billing at 17% off brings it to about $488 a year.
• A 4-person RevOps team on Pro, monthly: 4 users at $99 is $396 a month, or $4,752 a year. Annual billing at 17% off is about $3,944 a year.
• A startup that qualifies for 50% off: the 4-person Pro team would pay about $198 a month in the first year at monthly rates.

Watch two thresholds. A sixth user forces a move from Pro to Enterprise, and so does any premium source such as Snowflake, BigQuery or NetSuite. Teams whose data lives in a warehouse should price Enterprise from the start. Refresh counts are the other limit: an hourly refresh on 6 sources uses about 144 refreshes a day if every import runs, so heavy schedules can approach Pro’s 5,000 a month. On the Free plan, the GPT Copilot feature includes 10,000 OpenAI API calls, according to the pricing FAQ.

Coefficient Compared With Rows AI Analyst, Gemini in Google Sheets and Quadratic

These tools all mix spreadsheets, data and AI, with different starting points.

Coefficient is the choice for teams that refuse to leave Sheets or Excel but need live data from many systems. Gemini in Sheets builds spreadsheets well, though it does not pull from Salesforce or Snowflake. Workspace teams can use both: Coefficient for the data, Gemini for building the sheet around it. See more on our spreadsheet agents and sales agents pages.

Teams That Get the Most From Coefficient

• Revenue operations teams: CRM pipelines refresh hourly on Pro, with alerts in Slack.
• Finance teams on QuickBooks, Xero, Stripe or NetSuite: actuals land in the same sheet as the budget.
• Marketing teams: GA4, Meta Ads, LinkedIn Ads and Mailchimp feed one report.
• Startups: up to 50% off the first year makes Pro affordable early.
• Operations teams tracking public data: the Browser Agent can collect figures from sites without an API.

Teams That May Need a Different Data Tool

• Teams larger than 5 on a tight budget: Pro caps at 5 users, and Enterprise is quoted.
• Warehouse-first data teams: Snowflake and BigQuery are Enterprise-only sources.
• People analyzing one file at a time: Julius AI handles uploads through chat.

Coefficient Data and Security Questions

Spreadsheets spread. A Pro team’s shared connections mean several people can refresh from the same CRM login, and a live dashboard can be viewed outside the sheet. Agree on who owns each connection and each published dashboard, and review them each quarter.

Coefficient connects to systems that hold customer and financial data, so access rules matter. Use dedicated integration users with read-only permissions where possible, and decide who may set up exports, since exports write data back into source systems.

The pricing page states that customer data security is a priority and links to a data security page, and the homepage mentions SSO and governance controls. It does not list certifications on the pricing page. Enterprise includes a security review and an MSA, which is where those details get settled.

Plan changes deserve a calendar note. Pro’s limits on sources, refreshes and alerts reset monthly, and a busy quarter-end can push a team past them. Review usage in the add-on before quarter-end reporting starts, and ask about Enterprise volume pricing if several teams want access at once.

The Browser Agent scrapes public sites. Before using it on a competitor or directory, check that site’s terms of use, and avoid scraping anything behind a login you do not own.

How Coefficient Scores for Spreadsheet Data Work

Coefficient scores 9.0/10 on our scale. Integrations and user sentiment are its highest scores: 150+ sources and 4.7 out of 5 from 203 G2 reviews. Setup is quick as an add-on, and pricing is published with a free plan and trial. Autonomy is solid for scheduled, rules-based work. Trust and security score lower only because certifications are not listed on the pricing page.

The product’s breadth is also its learning curve. Six agents, exports, snapshots and alerts give a team many moving parts, and the value shows up only when someone owns the setup. Assign one person to build the first reports and document the connections.

For a team that rebuilds the same report from exports every week, the 30-day Pro trial is the right test. Connect two sources, set an hourly refresh and one alert, and see how much of the report builds itself. If the trial ends before the setup is finished, the account moves to the Free plan, where refresh is manual and limits are lower.

Operations Teams’ Questions About Coefficient

How Much Does Coefficient Cost?

Free is $0. Starter is $49 a month for one user. Pro is $99 per user per month for up to 5 users. Enterprise is custom. Annual billing saves 17%.

Does Coefficient Work in Excel as Well as Google Sheets?

Yes. Coefficient works in both Google Sheets and Excel, and the pricing FAQ notes two-way sync with supported connectors for Excel.

Which Data Sources Need the Enterprise Plan?

Premium sources: Snowflake, Tableau, Looker, BigQuery, Databricks, SQL Server, ClickHouse, NetSuite and Sage Intacct.

Can Coefficient Alert Me When a Number Changes?

Yes. The Monitoring Agent sends Slack and email alerts when a condition you define is met. Free includes 30 alerts a month, Starter 100 and Pro 300.

Is There a Free Trial of Coefficient Pro?

Yes. Coefficient offers a full-featured 30-day Pro trial. Afterward, accounts move to the Free plan unless you pick a paid plan.